Prosecution Insights
Last updated: October 26, 2026

Beatriz A Ramirez Bravo, USPTO Patent Examiner

Listed by the USPTO as RAMIREZ BRAVO, BEATRIZ A

Tech Center 2100 • Art Units: 2123 2141 2146

This examiner grants 63% of resolved cases

Analysis

RAMIREZ BRAVO, BEATRIZ A has resolved 102 cases in Tech Center 2100 and Art Unit 2123. The allowance rate is 62.7%, the interview lift is 30.7%, and the median time to allowance is 1658 days. These figures indicate a moderate observed allowance rate alongside a substantial interview-associated change, with a long median path to allowance.

The listed companies are Robert Bosch GmbH, Sony Group Corporation, and NEC Corporation. The listed firms are Artegis Law Group, LLP, Dorton & Willis LLP, and GREER, BURNS & CRAIN, LTD. Practitioners should prepare interview agendas that address both claim scope and the examiner's technical understanding, then memorialize any useful clarification in writing. The resolved-case base is 102 cases, so application-specific prosecution history should receive close attention.

Written from this page's own data; every figure is computed from USPTO records and verified before publication.

Performance Statistics

62.7%
Allow Rate
+7.7% vs TC avg
126
Total Applications
+30.7%
Interview Lift
1658
Avg Prosecution Days
Based on 102 resolved cases, 2023–2026

Rejection Statute Breakdown

15.6%
§101 Eligibility
11.3%
§102 Novelty
58.0%
§103 Obviousness
13.6%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18564108 VERIFYING AN ACTION PROPOSED BY A REINFORCEMENT LEARNING MODEL Non-Final OA Telefonaktiebolaget LM Ericsson (publ)
18632709 COMPUTER-IMPLEMENTED METHOD AND DEVICE FOR MACHINE LEARNING OF FACTS, IN PARTICULAR FOR POPULATING A KNOWLEDGE BASE Non-Final OA Robert Bosch GmbH
16982589 INFORMATION PROCESSING METHOD, INFORMATION PROCESSING APPARATUS, AND PROGRAM Final Rejection Sony Corporation
17618998 DATA GENERATION APPARATUS, DATA GENERATION METHOD, LEARNING APPARATUS AND RECORDING MEDIUM Non-Final OA NEC Corporation
18515146 GEOMETRIC ALGEBRA TRANSFORMERS Non-Final OA QUALCOMM Incorporated
18435528 CONVOLUTIONAL NEURAL NETWORK OPTIMIZATION MECHANISM Non-Final OA Intel Corporation
17913606 NEURAL NETWORKS Final Rejection Hewlett-Packard Development Company, L.P.
18683017 METHOD AND SYSTEM FOR ANALYSING OPERATION OF A ROBOT Non-Final OA KUKA Deutschland GmbH

Facing This Examiner?

IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.

Build Your Strategy

Who Appears Before This Examiner

Top companies before this examiner

Law firms appearing most often

Frequently Asked Questions

What is examiner Beatriz A Ramirez Bravo's allowance rate?

62.7% of resolved applications examined by Beatriz A Ramirez Bravo were allowed (102 resolved cases), compared with 38.8% across Art Unit 2123 over the last five years.

Does an interview help with examiner Beatriz A Ramirez Bravo?

This examiner's interview lift is +30.7 percentage points: the difference in allowance rate between resolved applications that had an examiner interview and those that did not.

How long does examiner Beatriz A Ramirez Bravo take to allow a patent?

Applications allowed by Beatriz A Ramirez Bravo took 1,658 days on average from filing to allowance.

Which art unit does examiner Beatriz A Ramirez Bravo work in?

Beatriz A Ramirez Bravo examines applications in Art Unit 2123 in Tech Center 2100 (Computing & Software).

Sign in with your work email

Enter your email to receive a magic link. No password needed.

Personal email addresses (Gmail, Yahoo, etc.) are not accepted.

Free tier: 3 strategy analyses per month